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<a href="_statistics_2_statistics_8h.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a id="l00001" name="l00001"></a><span class="lineno">    1</span><span class="comment">/*!</span></div>
<div class="line"><a id="l00002" name="l00002"></a><span class="lineno">    2</span><span class="comment"> * </span></div>
<div class="line"><a id="l00003" name="l00003"></a><span class="lineno">    3</span><span class="comment"> *</span></div>
<div class="line"><a id="l00004" name="l00004"></a><span class="lineno">    4</span><span class="comment"> * \brief       Calculate statistics given a range of values.</span></div>
<div class="line"><a id="l00005" name="l00005"></a><span class="lineno">    5</span><span class="comment"> * </span></div>
<div class="line"><a id="l00006" name="l00006"></a><span class="lineno">    6</span><span class="comment"> * </span></div>
<div class="line"><a id="l00007" name="l00007"></a><span class="lineno">    7</span><span class="comment"> *</span></div>
<div class="line"><a id="l00008" name="l00008"></a><span class="lineno">    8</span><span class="comment"> * \author     O.Krause</span></div>
<div class="line"><a id="l00009" name="l00009"></a><span class="lineno">    9</span><span class="comment"> * \date        2015</span></div>
<div class="line"><a id="l00010" name="l00010"></a><span class="lineno">   10</span><span class="comment"> *</span></div>
<div class="line"><a id="l00011" name="l00011"></a><span class="lineno">   11</span><span class="comment"> *</span></div>
<div class="line"><a id="l00012" name="l00012"></a><span class="lineno">   12</span><span class="comment"> * \par Copyright 1995-2017 Shark Development Team</span></div>
<div class="line"><a id="l00013" name="l00013"></a><span class="lineno">   13</span><span class="comment"> * </span></div>
<div class="line"><a id="l00014" name="l00014"></a><span class="lineno">   14</span><span class="comment"> * &lt;BR&gt;&lt;HR&gt;</span></div>
<div class="line"><a id="l00015" name="l00015"></a><span class="lineno">   15</span><span class="comment"> * This file is part of Shark.</span></div>
<div class="line"><a id="l00016" name="l00016"></a><span class="lineno">   16</span><span class="comment"> * &lt;https://shark-ml.github.io/Shark/&gt;</span></div>
<div class="line"><a id="l00017" name="l00017"></a><span class="lineno">   17</span><span class="comment"> * </span></div>
<div class="line"><a id="l00018" name="l00018"></a><span class="lineno">   18</span><span class="comment"> * Shark is free software: you can redistribute it and/or modify</span></div>
<div class="line"><a id="l00019" name="l00019"></a><span class="lineno">   19</span><span class="comment"> * it under the terms of the GNU Lesser General Public License as published </span></div>
<div class="line"><a id="l00020" name="l00020"></a><span class="lineno">   20</span><span class="comment"> * by the Free Software Foundation, either version 3 of the License, or</span></div>
<div class="line"><a id="l00021" name="l00021"></a><span class="lineno">   21</span><span class="comment"> * (at your option) any later version.</span></div>
<div class="line"><a id="l00022" name="l00022"></a><span class="lineno">   22</span><span class="comment"> * </span></div>
<div class="line"><a id="l00023" name="l00023"></a><span class="lineno">   23</span><span class="comment"> * Shark is distributed in the hope that it will be useful,</span></div>
<div class="line"><a id="l00024" name="l00024"></a><span class="lineno">   24</span><span class="comment"> * but WITHOUT ANY WARRANTY; without even the implied warranty of</span></div>
<div class="line"><a id="l00025" name="l00025"></a><span class="lineno">   25</span><span class="comment"> * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the</span></div>
<div class="line"><a id="l00026" name="l00026"></a><span class="lineno">   26</span><span class="comment"> * GNU Lesser General Public License for more details.</span></div>
<div class="line"><a id="l00027" name="l00027"></a><span class="lineno">   27</span><span class="comment"> * </span></div>
<div class="line"><a id="l00028" name="l00028"></a><span class="lineno">   28</span><span class="comment"> * You should have received a copy of the GNU Lesser General Public License</span></div>
<div class="line"><a id="l00029" name="l00029"></a><span class="lineno">   29</span><span class="comment"> * along with Shark.  If not, see &lt;http://www.gnu.org/licenses/&gt;.</span></div>
<div class="line"><a id="l00030" name="l00030"></a><span class="lineno">   30</span><span class="comment"> *</span></div>
<div class="line"><a id="l00031" name="l00031"></a><span class="lineno">   31</span><span class="comment"> */</span></div>
<div class="line"><a id="l00032" name="l00032"></a><span class="lineno">   32</span><span class="preprocessor">#ifndef SHARK_STATISTICS_H</span></div>
<div class="line"><a id="l00033" name="l00033"></a><span class="lineno">   33</span><span class="preprocessor">#define SHARK_STATISTICS_H</span></div>
<div class="line"><a id="l00034" name="l00034"></a><span class="lineno">   34</span> </div>
<div class="line"><a id="l00035" name="l00035"></a><span class="lineno">   35</span> </div>
<div class="line"><a id="l00036" name="l00036"></a><span class="lineno">   36</span><span class="comment">//for vector algebra</span></div>
<div class="line"><a id="l00037" name="l00037"></a><span class="lineno">   37</span><span class="preprocessor">#include &lt;<a class="code" href="_base_8h.html">shark/LinAlg/Base.h</a>&gt;</span></div>
<div class="line"><a id="l00038" name="l00038"></a><span class="lineno">   38</span> </div>
<div class="line"><a id="l00039" name="l00039"></a><span class="lineno">   39</span><span class="comment">//handling of missing values</span></div>
<div class="line"><a id="l00040" name="l00040"></a><span class="lineno">   40</span><span class="preprocessor">#include &lt;limits&gt;</span></div>
<div class="line"><a id="l00041" name="l00041"></a><span class="lineno">   41</span><span class="preprocessor">#include &lt;boost/math/special_functions/fpclassify.hpp&gt;</span></div>
<div class="line"><a id="l00042" name="l00042"></a><span class="lineno">   42</span> </div>
<div class="line"><a id="l00043" name="l00043"></a><span class="lineno">   43</span><span class="comment">//for quantiles</span></div>
<div class="line"><a id="l00044" name="l00044"></a><span class="lineno">   44</span><span class="preprocessor">#include &lt;boost/range/algorithm/nth_element.hpp&gt;</span></div>
<div class="line"><a id="l00045" name="l00045"></a><span class="lineno">   45</span> </div>
<div class="line"><a id="l00046" name="l00046"></a><span class="lineno">   46</span> </div>
<div class="line"><a id="l00047" name="l00047"></a><span class="lineno">   47</span><span class="comment">//for the result table</span></div>
<div class="line"><a id="l00048" name="l00048"></a><span class="lineno">   48</span><span class="preprocessor">#include &lt;string&gt;</span></div>
<div class="line"><a id="l00049" name="l00049"></a><span class="lineno">   49</span><span class="preprocessor">#include &lt;map&gt;</span></div>
<div class="line"><a id="l00050" name="l00050"></a><span class="lineno">   50</span><span class="preprocessor">#include &lt;iterator&gt;</span></div>
<div class="line"><a id="l00051" name="l00051"></a><span class="lineno">   51</span><span class="preprocessor">#include &lt;boost/serialization/string.hpp&gt;</span></div>
<div class="line"><a id="l00052" name="l00052"></a><span class="lineno">   52</span><span class="preprocessor">#include &lt;boost/serialization/map.hpp&gt;</span></div>
<div class="line"><a id="l00053" name="l00053"></a><span class="lineno">   53</span><span class="preprocessor">#include &lt;boost/serialization/vector.hpp&gt;</span></div>
<div class="line"><a id="l00054" name="l00054"></a><span class="lineno">   54</span> </div>
<div class="line"><a id="l00055" name="l00055"></a><span class="lineno">   55</span><span class="keyword">namespace </span><a class="code hl_namespace" href="namespaceshark.html" title="AbstractMultiObjectiveOptimizer.">shark</a> {</div>
<div class="foldopen" id="foldopen00056" data-start="{" data-end="}">
<div class="line"><a id="l00056" name="l00056"></a><span class="lineno"><a class="line" href="namespaceshark_1_1statistics.html">   56</a></span><span class="keyword">namespace </span>statistics{</div>
<div class="line"><a id="l00057" name="l00057"></a><span class="lineno">   57</span>    </div>
<div class="foldopen" id="foldopen00058" data-start="{" data-end="}">
<div class="line"><a id="l00058" name="l00058"></a><span class="lineno"><a class="line" href="namespaceshark_1_1statistics.html#a8091f59b76b2d8b3f8b5dd0f3c44a4a8">   58</a></span><span class="keyword">inline</span> <span class="keywordtype">double</span> <a class="code hl_function" href="namespaceshark_1_1statistics.html#a8091f59b76b2d8b3f8b5dd0f3c44a4a8">missingValue</a>(){</div>
<div class="line"><a id="l00059" name="l00059"></a><span class="lineno">   59</span>    <span class="keywordflow">return</span> std::numeric_limits&lt;double&gt;::quiet_NaN();<span class="comment">//missing values are a non-signaling NaN</span></div>
<div class="line"><a id="l00060" name="l00060"></a><span class="lineno">   60</span>}</div>
</div>
<div class="line"><a id="l00061" name="l00061"></a><span class="lineno">   61</span> </div>
<div class="foldopen" id="foldopen00062" data-start="{" data-end="}">
<div class="line"><a id="l00062" name="l00062"></a><span class="lineno"><a class="line" href="namespaceshark_1_1statistics.html#a9eec545606d62a9f49854801ed192d31">   62</a></span><span class="keyword">inline</span> <span class="keywordtype">bool</span> <a class="code hl_function" href="namespaceshark_1_1statistics.html#a9eec545606d62a9f49854801ed192d31">isMissing</a>(<span class="keywordtype">double</span> value){</div>
<div class="line"><a id="l00063" name="l00063"></a><span class="lineno">   63</span>    <span class="keywordflow">return</span> boost::math::isnan(value);<span class="comment">//there is no portable way to distinguish the different types of NaN</span></div>
<div class="line"><a id="l00064" name="l00064"></a><span class="lineno">   64</span>}</div>
</div>
<div class="line"><a id="l00065" name="l00065"></a><span class="lineno">   65</span>    <span class="comment"></span></div>
<div class="line"><a id="l00066" name="l00066"></a><span class="lineno">   66</span><span class="comment">///\brief Base class for all Statistic Objects to be used with Statistics   </span></div>
<div class="foldopen" id="foldopen00067" data-start="{" data-end="};">
<div class="line"><a id="l00067" name="l00067"></a><span class="lineno"><a class="line" href="classshark_1_1statistics_1_1_base_statistics_object.html">   67</a></span><span class="comment"></span><span class="keyword">class </span><a class="code hl_class" href="classshark_1_1statistics_1_1_base_statistics_object.html" title="Base class for all Statistic Objects to be used with Statistics">BaseStatisticsObject</a>{</div>
<div class="line"><a id="l00068" name="l00068"></a><span class="lineno">   68</span><span class="keyword">public</span>:</div>
<div class="line"><a id="l00069" name="l00069"></a><span class="lineno"><a class="line" href="classshark_1_1statistics_1_1_base_statistics_object.html#a1e45686c50637f078791e9120a4d4426">   69</a></span>    <span class="keyword">virtual</span> std::string <a class="code hl_function" href="classshark_1_1statistics_1_1_base_statistics_object.html#a1e45686c50637f078791e9120a4d4426">name</a>() <span class="keyword">const</span>=0;</div>
<div class="line"><a id="l00070" name="l00070"></a><span class="lineno"><a class="line" href="classshark_1_1statistics_1_1_base_statistics_object.html#a4fd8c18b01391f48d4bd9e61dc9e0ca4">   70</a></span>    <span class="keyword">virtual</span> <a class="code hl_function" href="classshark_1_1statistics_1_1_base_statistics_object.html#a4fd8c18b01391f48d4bd9e61dc9e0ca4">~BaseStatisticsObject</a>(){}</div>
<div class="line"><a id="l00071" name="l00071"></a><span class="lineno"><a class="line" href="classshark_1_1statistics_1_1_base_statistics_object.html#ae0b7c96f1bf4a9f7a1cb810408ac5618">   71</a></span>    <span class="keyword">virtual</span> RealVector <a class="code hl_function" href="classshark_1_1statistics_1_1_base_statistics_object.html#ae0b7c96f1bf4a9f7a1cb810408ac5618">statistics</a>(std::vector&lt;RealVector&gt; <span class="keyword">const</span>&amp; points)<span class="keyword">const</span>=0;</div>
<div class="line"><a id="l00072" name="l00072"></a><span class="lineno">   72</span>};</div>
</div>
<div class="line"><a id="l00073" name="l00073"></a><span class="lineno">   73</span><span class="comment"></span> </div>
<div class="line"><a id="l00074" name="l00074"></a><span class="lineno">   74</span><span class="comment">///\brief for a vector of points computes for every dimension the fraction of missing values</span></div>
<div class="foldopen" id="foldopen00075" data-start="{" data-end="};">
<div class="line"><a id="l00075" name="l00075"></a><span class="lineno"><a class="line" href="classshark_1_1statistics_1_1_fraction_missing.html">   75</a></span><span class="comment"></span><span class="keyword">class </span><a class="code hl_class" href="classshark_1_1statistics_1_1_fraction_missing.html" title="for a vector of points computes for every dimension the fraction of missing values">FractionMissing</a>:<span class="keyword">public</span> <a class="code hl_class" href="classshark_1_1statistics_1_1_base_statistics_object.html" title="Base class for all Statistic Objects to be used with Statistics">BaseStatisticsObject</a>{</div>
<div class="line"><a id="l00076" name="l00076"></a><span class="lineno">   76</span><span class="keyword">public</span>:</div>
<div class="foldopen" id="foldopen00077" data-start="{" data-end="}">
<div class="line"><a id="l00077" name="l00077"></a><span class="lineno"><a class="line" href="classshark_1_1statistics_1_1_fraction_missing.html#a671672c794574c1c411aa40d0f27332b">   77</a></span>    std::string <a class="code hl_function" href="classshark_1_1statistics_1_1_fraction_missing.html#a671672c794574c1c411aa40d0f27332b">name</a>()<span class="keyword"> const</span>{</div>
<div class="line"><a id="l00078" name="l00078"></a><span class="lineno">   78</span>        <span class="keywordflow">return</span> <span class="stringliteral">&quot;Missing&quot;</span>;</div>
<div class="line"><a id="l00079" name="l00079"></a><span class="lineno">   79</span>    }</div>
</div>
<div class="foldopen" id="foldopen00080" data-start="{" data-end="}">
<div class="line"><a id="l00080" name="l00080"></a><span class="lineno"><a class="line" href="classshark_1_1statistics_1_1_fraction_missing.html#abe8988ab94d3e0f526ec44d4f9499317">   80</a></span>    RealVector <a class="code hl_function" href="classshark_1_1statistics_1_1_fraction_missing.html#abe8988ab94d3e0f526ec44d4f9499317">statistics</a>(std::vector&lt;RealVector&gt; <span class="keyword">const</span>&amp; points)<span class="keyword">const</span>{</div>
<div class="line"><a id="l00081" name="l00081"></a><span class="lineno">   81</span>        std::size_t N = points.size();</div>
<div class="line"><a id="l00082" name="l00082"></a><span class="lineno">   82</span>        RealVector missing(points[0].size(),0.0);</div>
<div class="line"><a id="l00083" name="l00083"></a><span class="lineno">   83</span>        <span class="keywordflow">for</span>(std::size_t i  = 0; i != N;++i){</div>
<div class="line"><a id="l00084" name="l00084"></a><span class="lineno">   84</span>            <span class="keywordflow">for</span>(std::size_t j = 0; j != missing.size(); ++j){</div>
<div class="line"><a id="l00085" name="l00085"></a><span class="lineno">   85</span>                <span class="keywordflow">if</span>(!<a class="code hl_function" href="namespaceshark_1_1statistics.html#a9eec545606d62a9f49854801ed192d31">isMissing</a>(points[i](j)))<span class="keywordflow">continue</span>;</div>
<div class="line"><a id="l00086" name="l00086"></a><span class="lineno">   86</span>                missing(j) += 1.0;</div>
<div class="line"><a id="l00087" name="l00087"></a><span class="lineno">   87</span>            }</div>
<div class="line"><a id="l00088" name="l00088"></a><span class="lineno">   88</span>        }</div>
<div class="line"><a id="l00089" name="l00089"></a><span class="lineno">   89</span>        missing /= N;</div>
<div class="line"><a id="l00090" name="l00090"></a><span class="lineno">   90</span>        <span class="keywordflow">return</span> missing;</div>
<div class="line"><a id="l00091" name="l00091"></a><span class="lineno">   91</span>    }</div>
</div>
<div class="line"><a id="l00092" name="l00092"></a><span class="lineno">   92</span>};</div>
</div>
<div class="line"><a id="l00093" name="l00093"></a><span class="lineno">   93</span><span class="comment"></span> </div>
<div class="line"><a id="l00094" name="l00094"></a><span class="lineno">   94</span><span class="comment">///\brief For a vector of points computes for every dimension the mean</span></div>
<div class="foldopen" id="foldopen00095" data-start="{" data-end="};">
<div class="line"><a id="l00095" name="l00095"></a><span class="lineno"><a class="line" href="classshark_1_1statistics_1_1_mean.html">   95</a></span><span class="comment"></span><span class="keyword">class </span><a class="code hl_class" href="classshark_1_1statistics_1_1_mean.html" title="For a vector of points computes for every dimension the mean.">Mean</a>:<span class="keyword">public</span> <a class="code hl_class" href="classshark_1_1statistics_1_1_base_statistics_object.html" title="Base class for all Statistic Objects to be used with Statistics">BaseStatisticsObject</a>{</div>
<div class="line"><a id="l00096" name="l00096"></a><span class="lineno">   96</span><span class="keyword">public</span>:</div>
<div class="foldopen" id="foldopen00097" data-start="{" data-end="}">
<div class="line"><a id="l00097" name="l00097"></a><span class="lineno"><a class="line" href="classshark_1_1statistics_1_1_mean.html#a5df4707007de240eb03480976109270a">   97</a></span>    std::string <a class="code hl_function" href="classshark_1_1statistics_1_1_mean.html#a5df4707007de240eb03480976109270a">name</a>()<span class="keyword"> const</span>{</div>
<div class="line"><a id="l00098" name="l00098"></a><span class="lineno">   98</span>        <span class="keywordflow">return</span> <span class="stringliteral">&quot;Mean&quot;</span>;</div>
<div class="line"><a id="l00099" name="l00099"></a><span class="lineno">   99</span>    }</div>
</div>
<div class="foldopen" id="foldopen00100" data-start="{" data-end="}">
<div class="line"><a id="l00100" name="l00100"></a><span class="lineno"><a class="line" href="classshark_1_1statistics_1_1_mean.html#aadb8337c0352fbc315dee25517f25b3d">  100</a></span>    RealVector <a class="code hl_function" href="classshark_1_1statistics_1_1_mean.html#aadb8337c0352fbc315dee25517f25b3d">statistics</a>(std::vector&lt;RealVector&gt; <span class="keyword">const</span>&amp; points)<span class="keyword">const</span>{</div>
<div class="line"><a id="l00101" name="l00101"></a><span class="lineno">  101</span>        std::size_t N = points.size();</div>
<div class="line"><a id="l00102" name="l00102"></a><span class="lineno">  102</span>        RealVector sum(points[0].size(),0.0);</div>
<div class="line"><a id="l00103" name="l00103"></a><span class="lineno">  103</span>        UIntVector numSamples(points[0].size(),0);</div>
<div class="line"><a id="l00104" name="l00104"></a><span class="lineno">  104</span>        <span class="keywordflow">for</span>(std::size_t i  = 0; i != N;++i){</div>
<div class="line"><a id="l00105" name="l00105"></a><span class="lineno">  105</span>            <span class="keywordflow">for</span>(std::size_t j = 0; j != sum.size(); ++j){</div>
<div class="line"><a id="l00106" name="l00106"></a><span class="lineno">  106</span>                <span class="keywordflow">if</span>(<a class="code hl_function" href="namespaceshark_1_1statistics.html#a9eec545606d62a9f49854801ed192d31">isMissing</a>(points[i](j)))<span class="keywordflow">continue</span>;</div>
<div class="line"><a id="l00107" name="l00107"></a><span class="lineno">  107</span>                sum(j) += points[i](j);</div>
<div class="line"><a id="l00108" name="l00108"></a><span class="lineno">  108</span>                ++numSamples(j);</div>
<div class="line"><a id="l00109" name="l00109"></a><span class="lineno">  109</span>            }</div>
<div class="line"><a id="l00110" name="l00110"></a><span class="lineno">  110</span>        }</div>
<div class="line"><a id="l00111" name="l00111"></a><span class="lineno">  111</span>        <span class="comment">//calculate mean. if the number of non-missing points was 0, return missingValue() for that dimension</span></div>
<div class="line"><a id="l00112" name="l00112"></a><span class="lineno">  112</span>        <span class="keywordflow">return</span> safe_div(sum,numSamples,<a class="code hl_function" href="namespaceshark_1_1statistics.html#a8091f59b76b2d8b3f8b5dd0f3c44a4a8">missingValue</a>());</div>
<div class="line"><a id="l00113" name="l00113"></a><span class="lineno">  113</span>    }</div>
</div>
<div class="line"><a id="l00114" name="l00114"></a><span class="lineno">  114</span>};</div>
</div>
<div class="line"><a id="l00115" name="l00115"></a><span class="lineno">  115</span><span class="comment"></span> </div>
<div class="line"><a id="l00116" name="l00116"></a><span class="lineno">  116</span><span class="comment">///\brief For a vector of points computes for every dimension the variance</span></div>
<div class="foldopen" id="foldopen00117" data-start="{" data-end="};">
<div class="line"><a id="l00117" name="l00117"></a><span class="lineno"><a class="line" href="classshark_1_1statistics_1_1_variance.html">  117</a></span><span class="comment"></span><span class="keyword">class </span><a class="code hl_class" href="classshark_1_1statistics_1_1_variance.html" title="For a vector of points computes for every dimension the variance.">Variance</a>:<span class="keyword">public</span> <a class="code hl_class" href="classshark_1_1statistics_1_1_base_statistics_object.html" title="Base class for all Statistic Objects to be used with Statistics">BaseStatisticsObject</a>{</div>
<div class="line"><a id="l00118" name="l00118"></a><span class="lineno">  118</span><span class="keyword">public</span>:</div>
<div class="foldopen" id="foldopen00119" data-start="{" data-end="}">
<div class="line"><a id="l00119" name="l00119"></a><span class="lineno"><a class="line" href="classshark_1_1statistics_1_1_variance.html#a33135df731d4fd37ba3982ba77f9cf9b">  119</a></span>    std::string <a class="code hl_function" href="classshark_1_1statistics_1_1_variance.html#a33135df731d4fd37ba3982ba77f9cf9b">name</a>()<span class="keyword"> const</span>{</div>
<div class="line"><a id="l00120" name="l00120"></a><span class="lineno">  120</span>        <span class="keywordflow">return</span> <span class="stringliteral">&quot;Variance&quot;</span>;</div>
<div class="line"><a id="l00121" name="l00121"></a><span class="lineno">  121</span>    }</div>
</div>
<div class="foldopen" id="foldopen00122" data-start="{" data-end="}">
<div class="line"><a id="l00122" name="l00122"></a><span class="lineno"><a class="line" href="classshark_1_1statistics_1_1_variance.html#a057e285347881100d55c2b054121e13a">  122</a></span>    RealVector <a class="code hl_function" href="classshark_1_1statistics_1_1_variance.html#a057e285347881100d55c2b054121e13a">statistics</a>(std::vector&lt;RealVector&gt; <span class="keyword">const</span>&amp; points)<span class="keyword">const</span>{</div>
<div class="line"><a id="l00123" name="l00123"></a><span class="lineno">  123</span>        std::size_t N = points.size();</div>
<div class="line"><a id="l00124" name="l00124"></a><span class="lineno">  124</span>        <a class="code hl_class" href="classshark_1_1statistics_1_1_mean.html" title="For a vector of points computes for every dimension the mean.">Mean</a> m;</div>
<div class="line"><a id="l00125" name="l00125"></a><span class="lineno">  125</span>        RealVector <a class="code hl_function" href="namespaceshark.html#a6ae694efca57e84792fcff090223437e" title="Calculates the mean vector of the input vectors.">mean</a> = m.<a class="code hl_function" href="classshark_1_1statistics_1_1_mean.html#aadb8337c0352fbc315dee25517f25b3d">statistics</a>(points);</div>
<div class="line"><a id="l00126" name="l00126"></a><span class="lineno">  126</span>        RealVector <a class="code hl_function" href="namespaceshark.html#a534a14cb0c8b4653779118197fd24e3d" title="Calculates the variance vector of the input vectors.">variance</a>(<a class="code hl_function" href="namespaceshark.html#a6ae694efca57e84792fcff090223437e" title="Calculates the mean vector of the input vectors.">mean</a>.size(),0.0);</div>
<div class="line"><a id="l00127" name="l00127"></a><span class="lineno">  127</span>        UIntVector numSamples(points[0].size(),0);</div>
<div class="line"><a id="l00128" name="l00128"></a><span class="lineno">  128</span>        <span class="keywordflow">for</span>(std::size_t i  = 0; i != N;++i){</div>
<div class="line"><a id="l00129" name="l00129"></a><span class="lineno">  129</span>            <span class="keywordflow">for</span>(std::size_t j = 0; j != <a class="code hl_function" href="namespaceshark.html#a6ae694efca57e84792fcff090223437e" title="Calculates the mean vector of the input vectors.">mean</a>.size(); ++j){</div>
<div class="line"><a id="l00130" name="l00130"></a><span class="lineno">  130</span>                <span class="keywordflow">if</span>(<a class="code hl_function" href="namespaceshark_1_1statistics.html#a9eec545606d62a9f49854801ed192d31">isMissing</a>(points[i](j)))<span class="keywordflow">continue</span>;</div>
<div class="line"><a id="l00131" name="l00131"></a><span class="lineno">  131</span>                <a class="code hl_function" href="namespaceshark.html#a534a14cb0c8b4653779118197fd24e3d" title="Calculates the variance vector of the input vectors.">variance</a>(j) += <a class="code hl_function" href="group__shark__globals.html#gae1f82613484173e9fe1a07960dabff63" title="Calculates x^2.">sqr</a>(points[i](j)-<a class="code hl_function" href="namespaceshark.html#a6ae694efca57e84792fcff090223437e" title="Calculates the mean vector of the input vectors.">mean</a>(j));</div>
<div class="line"><a id="l00132" name="l00132"></a><span class="lineno">  132</span>                ++numSamples(j);</div>
<div class="line"><a id="l00133" name="l00133"></a><span class="lineno">  133</span>            }</div>
<div class="line"><a id="l00134" name="l00134"></a><span class="lineno">  134</span>        }</div>
<div class="line"><a id="l00135" name="l00135"></a><span class="lineno">  135</span>        <span class="comment">//calculate biased variance. if the number of non-missing points was 0, return missingValue() for that dimension</span></div>
<div class="line"><a id="l00136" name="l00136"></a><span class="lineno">  136</span>        <span class="keywordflow">return</span> safe_div(<a class="code hl_function" href="namespaceshark.html#a534a14cb0c8b4653779118197fd24e3d" title="Calculates the variance vector of the input vectors.">variance</a>,numSamples,<a class="code hl_function" href="namespaceshark_1_1statistics.html#a8091f59b76b2d8b3f8b5dd0f3c44a4a8">missingValue</a>());</div>
<div class="line"><a id="l00137" name="l00137"></a><span class="lineno">  137</span>    }</div>
</div>
<div class="line"><a id="l00138" name="l00138"></a><span class="lineno">  138</span>};</div>
</div>
<div class="line"><a id="l00139" name="l00139"></a><span class="lineno">  139</span> </div>
<div class="line"><a id="l00140" name="l00140"></a><span class="lineno">  140</span><span class="comment">//Quantiles, Median, Lower-Upper</span><span class="comment"></span></div>
<div class="line"><a id="l00141" name="l00141"></a><span class="lineno">  141</span><span class="comment">///\brief For a vector of points computes for every dimension the p-quantile</span></div>
<div class="foldopen" id="foldopen00142" data-start="{" data-end="};">
<div class="line"><a id="l00142" name="l00142"></a><span class="lineno"><a class="line" href="classshark_1_1statistics_1_1_quantile.html">  142</a></span><span class="comment"></span><span class="keyword">class </span><a class="code hl_class" href="classshark_1_1statistics_1_1_quantile.html" title="For a vector of points computes for every dimension the p-quantile.">Quantile</a>:<span class="keyword">public</span> <a class="code hl_class" href="classshark_1_1statistics_1_1_base_statistics_object.html" title="Base class for all Statistic Objects to be used with Statistics">BaseStatisticsObject</a>{</div>
<div class="line"><a id="l00143" name="l00143"></a><span class="lineno">  143</span><span class="keyword">public</span>:</div>
<div class="foldopen" id="foldopen00144" data-start="{" data-end="}">
<div class="line"><a id="l00144" name="l00144"></a><span class="lineno"><a class="line" href="classshark_1_1statistics_1_1_quantile.html#a505221ce995a1c6b169aef2056cb3661">  144</a></span>    std::string <a class="code hl_function" href="classshark_1_1statistics_1_1_quantile.html#a505221ce995a1c6b169aef2056cb3661">name</a>()<span class="keyword"> const</span>{</div>
<div class="line"><a id="l00145" name="l00145"></a><span class="lineno">  145</span>        <span class="keywordflow">return</span> boost::lexical_cast&lt;std::string&gt;(m_quantile)+<span class="stringliteral">&quot;-Quantile&quot;</span>;</div>
<div class="line"><a id="l00146" name="l00146"></a><span class="lineno">  146</span>    }</div>
</div>
<div class="line"><a id="l00147" name="l00147"></a><span class="lineno"><a class="line" href="classshark_1_1statistics_1_1_quantile.html#aa2c9657fb9409a6e4f3e5b2808105966">  147</a></span>    <a class="code hl_function" href="classshark_1_1statistics_1_1_quantile.html#aa2c9657fb9409a6e4f3e5b2808105966">Quantile</a>(<span class="keywordtype">double</span> quantile):m_quantile(quantile){}</div>
<div class="foldopen" id="foldopen00148" data-start="{" data-end="}">
<div class="line"><a id="l00148" name="l00148"></a><span class="lineno"><a class="line" href="classshark_1_1statistics_1_1_quantile.html#a1f72cc7a0073f0638c8be885b0dcdacd">  148</a></span>    RealVector <a class="code hl_function" href="classshark_1_1statistics_1_1_quantile.html#a1f72cc7a0073f0638c8be885b0dcdacd">statistics</a>(std::vector&lt;RealVector&gt; <span class="keyword">const</span>&amp; points)<span class="keyword">const</span>{</div>
<div class="line"><a id="l00149" name="l00149"></a><span class="lineno">  149</span>        std::size_t N = points.size();</div>
<div class="line"><a id="l00150" name="l00150"></a><span class="lineno">  150</span>        RealVector quantiles(points[0].size(),<a class="code hl_function" href="namespaceshark_1_1statistics.html#a8091f59b76b2d8b3f8b5dd0f3c44a4a8">missingValue</a>());</div>
<div class="line"><a id="l00151" name="l00151"></a><span class="lineno">  151</span>        <span class="keywordflow">for</span>(std::size_t j = 0; j != quantiles.size(); ++j){</div>
<div class="line"><a id="l00152" name="l00152"></a><span class="lineno">  152</span>            <span class="comment">//get all non-missing values of the j-th dimension</span></div>
<div class="line"><a id="l00153" name="l00153"></a><span class="lineno">  153</span>            std::vector&lt;double&gt; values;</div>
<div class="line"><a id="l00154" name="l00154"></a><span class="lineno">  154</span>            <span class="keywordflow">for</span>(std::size_t i  = 0; i != N;++i){</div>
<div class="line"><a id="l00155" name="l00155"></a><span class="lineno">  155</span>                <span class="keywordflow">if</span>(<a class="code hl_function" href="namespaceshark_1_1statistics.html#a9eec545606d62a9f49854801ed192d31">isMissing</a>(points[i](j)))<span class="keywordflow">continue</span>;</div>
<div class="line"><a id="l00156" name="l00156"></a><span class="lineno">  156</span>                values.push_back(points[i](j));</div>
<div class="line"><a id="l00157" name="l00157"></a><span class="lineno">  157</span>            }</div>
<div class="line"><a id="l00158" name="l00158"></a><span class="lineno">  158</span>            <span class="keywordflow">if</span>(values.size() == 0) <span class="keywordflow">continue</span>;<span class="comment">//no values-&gt; missing value</span></div>
<div class="line"><a id="l00159" name="l00159"></a><span class="lineno">  159</span>            </div>
<div class="line"><a id="l00160" name="l00160"></a><span class="lineno">  160</span>            <span class="comment">//compute quantile of j-th dimension</span></div>
<div class="line"><a id="l00161" name="l00161"></a><span class="lineno">  161</span>            std::size_t element = std::size_t(values.size()*m_quantile);</div>
<div class="line"><a id="l00162" name="l00162"></a><span class="lineno">  162</span>            std::vector&lt;double&gt;::iterator pos= values.begin()+element;</div>
<div class="line"><a id="l00163" name="l00163"></a><span class="lineno">  163</span>            boost::nth_element(values,pos);</div>
<div class="line"><a id="l00164" name="l00164"></a><span class="lineno">  164</span>            quantiles(j) = *pos;</div>
<div class="line"><a id="l00165" name="l00165"></a><span class="lineno">  165</span>        }</div>
<div class="line"><a id="l00166" name="l00166"></a><span class="lineno">  166</span>        <span class="keywordflow">return</span> quantiles;</div>
<div class="line"><a id="l00167" name="l00167"></a><span class="lineno">  167</span>    }</div>
</div>
<div class="line"><a id="l00168" name="l00168"></a><span class="lineno">  168</span><span class="keyword">private</span>:</div>
<div class="line"><a id="l00169" name="l00169"></a><span class="lineno">  169</span>    <span class="keywordtype">double</span> m_quantile;</div>
<div class="line"><a id="l00170" name="l00170"></a><span class="lineno">  170</span>};</div>
</div>
<div class="line"><a id="l00171" name="l00171"></a><span class="lineno">  171</span><span class="comment"></span> </div>
<div class="line"><a id="l00172" name="l00172"></a><span class="lineno">  172</span><span class="comment">///\brief For a vector of points computes for every dimension the median</span></div>
<div class="foldopen" id="foldopen00173" data-start="{" data-end="};">
<div class="line"><a id="l00173" name="l00173"></a><span class="lineno"><a class="line" href="classshark_1_1statistics_1_1_median.html">  173</a></span><span class="comment"></span><span class="keyword">class </span><a class="code hl_class" href="classshark_1_1statistics_1_1_median.html" title="For a vector of points computes for every dimension the median.">Median</a>:<span class="keyword">public</span> <a class="code hl_class" href="classshark_1_1statistics_1_1_quantile.html" title="For a vector of points computes for every dimension the p-quantile.">Quantile</a>{</div>
<div class="line"><a id="l00174" name="l00174"></a><span class="lineno">  174</span><span class="keyword">public</span>:</div>
<div class="foldopen" id="foldopen00175" data-start="{" data-end="}">
<div class="line"><a id="l00175" name="l00175"></a><span class="lineno"><a class="line" href="classshark_1_1statistics_1_1_median.html#a4157c2ce6c5a672614d4ec4fa849f93c">  175</a></span>    std::string <a class="code hl_function" href="classshark_1_1statistics_1_1_median.html#a4157c2ce6c5a672614d4ec4fa849f93c">name</a>()<span class="keyword"> const</span>{</div>
<div class="line"><a id="l00176" name="l00176"></a><span class="lineno">  176</span>        <span class="keywordflow">return</span> <span class="stringliteral">&quot;Median&quot;</span>;</div>
<div class="line"><a id="l00177" name="l00177"></a><span class="lineno">  177</span>    }</div>
</div>
<div class="line"><a id="l00178" name="l00178"></a><span class="lineno"><a class="line" href="classshark_1_1statistics_1_1_median.html#a974ca465682f8786e8f30b32ec27e1bb">  178</a></span>    <a class="code hl_function" href="classshark_1_1statistics_1_1_median.html#a974ca465682f8786e8f30b32ec27e1bb">Median</a>():<a class="code hl_class" href="classshark_1_1statistics_1_1_quantile.html" title="For a vector of points computes for every dimension the p-quantile.">Quantile</a>(0.5){}</div>
<div class="line"><a id="l00179" name="l00179"></a><span class="lineno">  179</span>};</div>
</div>
<div class="line"><a id="l00180" name="l00180"></a><span class="lineno">  180</span><span class="comment"></span> </div>
<div class="line"><a id="l00181" name="l00181"></a><span class="lineno">  181</span><span class="comment">///\brief For a vector of points computes for every dimension the 25%-quantile</span></div>
<div class="foldopen" id="foldopen00182" data-start="{" data-end="};">
<div class="line"><a id="l00182" name="l00182"></a><span class="lineno"><a class="line" href="classshark_1_1statistics_1_1_lower_quantile.html">  182</a></span><span class="comment"></span><span class="keyword">class </span><a class="code hl_class" href="classshark_1_1statistics_1_1_lower_quantile.html" title="For a vector of points computes for every dimension the 25%-quantile.">LowerQuantile</a>:<span class="keyword">public</span> <a class="code hl_class" href="classshark_1_1statistics_1_1_quantile.html" title="For a vector of points computes for every dimension the p-quantile.">Quantile</a>{</div>
<div class="line"><a id="l00183" name="l00183"></a><span class="lineno">  183</span><span class="keyword">public</span>:</div>
<div class="line"><a id="l00184" name="l00184"></a><span class="lineno"><a class="line" href="classshark_1_1statistics_1_1_lower_quantile.html#a712a7a241400231945d95c1f02f5e74a">  184</a></span>    <a class="code hl_function" href="classshark_1_1statistics_1_1_lower_quantile.html#a712a7a241400231945d95c1f02f5e74a">LowerQuantile</a>():<a class="code hl_class" href="classshark_1_1statistics_1_1_quantile.html" title="For a vector of points computes for every dimension the p-quantile.">Quantile</a>(0.25){}</div>
<div class="line"><a id="l00185" name="l00185"></a><span class="lineno">  185</span>};<span class="comment"></span></div>
</div>
<div class="line"><a id="l00186" name="l00186"></a><span class="lineno">  186</span><span class="comment">///\brief For a vector of points computes for every dimension the 75%-quantile</span></div>
<div class="foldopen" id="foldopen00187" data-start="{" data-end="};">
<div class="line"><a id="l00187" name="l00187"></a><span class="lineno"><a class="line" href="classshark_1_1statistics_1_1_upper_quantile.html">  187</a></span><span class="comment"></span><span class="keyword">class </span><a class="code hl_class" href="classshark_1_1statistics_1_1_upper_quantile.html" title="For a vector of points computes for every dimension the 75%-quantile.">UpperQuantile</a>:<span class="keyword">public</span> <a class="code hl_class" href="classshark_1_1statistics_1_1_quantile.html" title="For a vector of points computes for every dimension the p-quantile.">Quantile</a>{</div>
<div class="line"><a id="l00188" name="l00188"></a><span class="lineno">  188</span><span class="keyword">public</span>:</div>
<div class="line"><a id="l00189" name="l00189"></a><span class="lineno"><a class="line" href="classshark_1_1statistics_1_1_upper_quantile.html#ad289ede6b27c086226e773253f39b288">  189</a></span>    <a class="code hl_function" href="classshark_1_1statistics_1_1_upper_quantile.html#ad289ede6b27c086226e773253f39b288">UpperQuantile</a>():<a class="code hl_class" href="classshark_1_1statistics_1_1_quantile.html" title="For a vector of points computes for every dimension the p-quantile.">Quantile</a>(0.75){}</div>
<div class="line"><a id="l00190" name="l00190"></a><span class="lineno">  190</span>};</div>
</div>
<div class="line"><a id="l00191" name="l00191"></a><span class="lineno">  191</span> </div>
<div class="line"><a id="l00192" name="l00192"></a><span class="lineno">  192</span><span class="comment"></span> </div>
<div class="line"><a id="l00193" name="l00193"></a><span class="lineno">  193</span><span class="comment">///\brief Stores results of a running experiment</span></div>
<div class="line"><a id="l00194" name="l00194"></a><span class="lineno">  194</span><span class="comment">///</span></div>
<div class="line"><a id="l00195" name="l00195"></a><span class="lineno">  195</span><span class="comment">/// This is a simple three dimensional table with the dimensions. Experiments</span></div>
<div class="line"><a id="l00196" name="l00196"></a><span class="lineno">  196</span><span class="comment">/// are thought of having a varied parameter (for example the algorithm names when</span></div>
<div class="line"><a id="l00197" name="l00197"></a><span class="lineno">  197</span><span class="comment">/// several algorithms are compared) and for each parameter a set of vector valued points</span></div>
<div class="line"><a id="l00198" name="l00198"></a><span class="lineno">  198</span><span class="comment">/// is stored - one vector for each trial of the experiment for a given parameter.</span></div>
<div class="line"><a id="l00199" name="l00199"></a><span class="lineno">  199</span><span class="comment">/// It is posible to give every parameter and the whole table a name which adds meta</span></div>
<div class="line"><a id="l00200" name="l00200"></a><span class="lineno">  200</span><span class="comment">/// information, for example to generate outputs.</span></div>
<div class="line"><a id="l00201" name="l00201"></a><span class="lineno">  201</span><span class="comment"></span><span class="keyword">template</span>&lt;<span class="keyword">class</span> Parameter&gt;</div>
<div class="foldopen" id="foldopen00202" data-start="{" data-end="};">
<div class="line"><a id="l00202" name="l00202"></a><span class="lineno"><a class="line" href="classshark_1_1statistics_1_1_result_table.html">  202</a></span><span class="keyword">class </span><a class="code hl_class" href="classshark_1_1statistics_1_1_result_table.html" title="Stores results of a running experiment.">ResultTable</a>{</div>
<div class="line"><a id="l00203" name="l00203"></a><span class="lineno">  203</span><span class="keyword">public</span>:</div>
<div class="line"><a id="l00204" name="l00204"></a><span class="lineno"><a class="line" href="classshark_1_1statistics_1_1_result_table.html#ad2a8085f0d9504b1954427f3b5d8bd80">  204</a></span>    <span class="keyword">typedef</span> <span class="keyword">typename</span> std::map&lt;Parameter, std::vector&lt;RealVector&gt; &gt;<a class="code hl_typedef" href="classshark_1_1statistics_1_1_result_table.html#ad2a8085f0d9504b1954427f3b5d8bd80">::const_iterator</a> <a class="code hl_typedef" href="classshark_1_1statistics_1_1_result_table.html#ad2a8085f0d9504b1954427f3b5d8bd80">const_iterator</a>;</div>
<div class="line"><a id="l00205" name="l00205"></a><span class="lineno">  205</span> </div>
<div class="foldopen" id="foldopen00206" data-start="{" data-end="}">
<div class="line"><a id="l00206" name="l00206"></a><span class="lineno"><a class="line" href="classshark_1_1statistics_1_1_result_table.html#a55b1f8bc5a3768c332a6812adf52111c">  206</a></span>    <a class="code hl_function" href="classshark_1_1statistics_1_1_result_table.html#a55b1f8bc5a3768c332a6812adf52111c">ResultTable</a>(std::size_t <a class="code hl_function" href="classshark_1_1statistics_1_1_result_table.html#ae18bb53680392f0a01529605a7a06e1a">numDimensions</a>, std::string <span class="keyword">const</span>&amp; <a class="code hl_function" href="classshark_1_1statistics_1_1_result_table.html#acaf72de2fe5ff0bc13c8de25dc49ac3d">parameterName</a>=<span class="stringliteral">&quot;unnamed&quot;</span>)</div>
<div class="line"><a id="l00207" name="l00207"></a><span class="lineno">  207</span>    :m_dimensionNames(<a class="code hl_function" href="classshark_1_1statistics_1_1_result_table.html#ae18bb53680392f0a01529605a7a06e1a">numDimensions</a>,<span class="stringliteral">&quot;unnamed&quot;</span>),m_parameterName(<a class="code hl_function" href="classshark_1_1statistics_1_1_result_table.html#acaf72de2fe5ff0bc13c8de25dc49ac3d">parameterName</a>){}</div>
</div>
<div class="line"><a id="l00208" name="l00208"></a><span class="lineno">  208</span> </div>
<div class="foldopen" id="foldopen00209" data-start="{" data-end="}">
<div class="line"><a id="l00209" name="l00209"></a><span class="lineno"><a class="line" href="classshark_1_1statistics_1_1_result_table.html#acaf72de2fe5ff0bc13c8de25dc49ac3d">  209</a></span>    std::string <span class="keyword">const</span>&amp; <a class="code hl_function" href="classshark_1_1statistics_1_1_result_table.html#acaf72de2fe5ff0bc13c8de25dc49ac3d">parameterName</a>()<span class="keyword">const</span>{</div>
<div class="line"><a id="l00210" name="l00210"></a><span class="lineno">  210</span>        <span class="keywordflow">return</span> m_parameterName;</div>
<div class="line"><a id="l00211" name="l00211"></a><span class="lineno">  211</span>    }       </div>
</div>
<div class="line"><a id="l00212" name="l00212"></a><span class="lineno">  212</span>    </div>
<div class="foldopen" id="foldopen00213" data-start="{" data-end="}">
<div class="line"><a id="l00213" name="l00213"></a><span class="lineno"><a class="line" href="classshark_1_1statistics_1_1_result_table.html#afe19a5e05f777ae0a4d3c1558802be60">  213</a></span>    <span class="keywordtype">void</span> <a class="code hl_function" href="classshark_1_1statistics_1_1_result_table.html#afe19a5e05f777ae0a4d3c1558802be60">setDimensionName</a>(std::size_t i, std::string <span class="keyword">const</span>&amp; name){</div>
<div class="line"><a id="l00214" name="l00214"></a><span class="lineno">  214</span>        m_dimensionNames[i]=name;</div>
<div class="line"><a id="l00215" name="l00215"></a><span class="lineno">  215</span>    }</div>
</div>
<div class="line"><a id="l00216" name="l00216"></a><span class="lineno">  216</span>    </div>
<div class="foldopen" id="foldopen00217" data-start="{" data-end="}">
<div class="line"><a id="l00217" name="l00217"></a><span class="lineno"><a class="line" href="classshark_1_1statistics_1_1_result_table.html#aa4164b251cc24d9baa1801904eeeccb9">  217</a></span>    std::string <span class="keyword">const</span>&amp; <a class="code hl_function" href="classshark_1_1statistics_1_1_result_table.html#aa4164b251cc24d9baa1801904eeeccb9">dimensionName</a>(std::size_t i)<span class="keyword">const</span>{</div>
<div class="line"><a id="l00218" name="l00218"></a><span class="lineno">  218</span>        <span class="keywordflow">return</span> m_dimensionNames[i];</div>
<div class="line"><a id="l00219" name="l00219"></a><span class="lineno">  219</span>    }</div>
</div>
<div class="line"><a id="l00220" name="l00220"></a><span class="lineno">  220</span>    </div>
<div class="foldopen" id="foldopen00221" data-start="{" data-end="}">
<div class="line"><a id="l00221" name="l00221"></a><span class="lineno"><a class="line" href="classshark_1_1statistics_1_1_result_table.html#ae18bb53680392f0a01529605a7a06e1a">  221</a></span>    std::size_t <a class="code hl_function" href="classshark_1_1statistics_1_1_result_table.html#ae18bb53680392f0a01529605a7a06e1a">numDimensions</a>()<span class="keyword">const</span>{</div>
<div class="line"><a id="l00222" name="l00222"></a><span class="lineno">  222</span>        <span class="keywordflow">return</span> m_dimensionNames.size();</div>
<div class="line"><a id="l00223" name="l00223"></a><span class="lineno">  223</span>    }</div>
</div>
<div class="line"><a id="l00224" name="l00224"></a><span class="lineno">  224</span>    </div>
<div class="foldopen" id="foldopen00225" data-start="{" data-end="}">
<div class="line"><a id="l00225" name="l00225"></a><span class="lineno"><a class="line" href="classshark_1_1statistics_1_1_result_table.html#a88f2f11e9a9ecf081473005886014509">  225</a></span>    <span class="keywordtype">void</span> <a class="code hl_function" href="classshark_1_1statistics_1_1_result_table.html#a88f2f11e9a9ecf081473005886014509">update</a>(Parameter <span class="keyword">const</span>&amp; parameter, RealVector <span class="keyword">const</span>&amp; point){</div>
<div class="line"><a id="l00226" name="l00226"></a><span class="lineno">  226</span>        <a class="code hl_define" href="_exception_8h.html#a42a6a50e4d06c00d60fbca5333f40768">SIZE_CHECK</a>(point.size() == <a class="code hl_function" href="classshark_1_1statistics_1_1_result_table.html#ae18bb53680392f0a01529605a7a06e1a">numDimensions</a>());</div>
<div class="line"><a id="l00227" name="l00227"></a><span class="lineno">  227</span>        m_results[parameter].push_back(point);</div>
<div class="line"><a id="l00228" name="l00228"></a><span class="lineno">  228</span>    }</div>
</div>
<div class="line"><a id="l00229" name="l00229"></a><span class="lineno">  229</span>    </div>
<div class="foldopen" id="foldopen00230" data-start="{" data-end="}">
<div class="line"><a id="l00230" name="l00230"></a><span class="lineno"><a class="line" href="classshark_1_1statistics_1_1_result_table.html#a46fb26a36d4ff270f49af3451cb9d471">  230</a></span>    <span class="keywordtype">void</span> <a class="code hl_function" href="classshark_1_1statistics_1_1_result_table.html#a46fb26a36d4ff270f49af3451cb9d471">update</a>(Parameter <span class="keyword">const</span>&amp; parameter, <span class="keywordtype">double</span> value){</div>
<div class="line"><a id="l00231" name="l00231"></a><span class="lineno">  231</span>        RealVector point(1,value);</div>
<div class="line"><a id="l00232" name="l00232"></a><span class="lineno">  232</span>        <a class="code hl_function" href="classshark_1_1statistics_1_1_result_table.html#a88f2f11e9a9ecf081473005886014509">update</a>(parameter, point);</div>
<div class="line"><a id="l00233" name="l00233"></a><span class="lineno">  233</span>    }</div>
</div>
<div class="line"><a id="l00234" name="l00234"></a><span class="lineno">  234</span>    </div>
<div class="foldopen" id="foldopen00235" data-start="{" data-end="}">
<div class="line"><a id="l00235" name="l00235"></a><span class="lineno"><a class="line" href="classshark_1_1statistics_1_1_result_table.html#a783a41e6b13a1ca98ea49abf7e0246cf">  235</a></span>    <span class="keywordtype">void</span> <a class="code hl_function" href="classshark_1_1statistics_1_1_result_table.html#a783a41e6b13a1ca98ea49abf7e0246cf">update</a>(Parameter <span class="keyword">const</span>&amp; parameter, <span class="keywordtype">double</span> value1, <span class="keywordtype">double</span> value2){</div>
<div class="line"><a id="l00236" name="l00236"></a><span class="lineno">  236</span>        RealVector point(2);</div>
<div class="line"><a id="l00237" name="l00237"></a><span class="lineno">  237</span>        point(0)=value1;</div>
<div class="line"><a id="l00238" name="l00238"></a><span class="lineno">  238</span>        point(1)=value2;</div>
<div class="line"><a id="l00239" name="l00239"></a><span class="lineno">  239</span>        <a class="code hl_function" href="classshark_1_1statistics_1_1_result_table.html#a88f2f11e9a9ecf081473005886014509">update</a>(parameter, point);</div>
<div class="line"><a id="l00240" name="l00240"></a><span class="lineno">  240</span>    }</div>
</div>
<div class="line"><a id="l00241" name="l00241"></a><span class="lineno">  241</span>    </div>
<div class="foldopen" id="foldopen00242" data-start="{" data-end="}">
<div class="line"><a id="l00242" name="l00242"></a><span class="lineno"><a class="line" href="classshark_1_1statistics_1_1_result_table.html#a0545680c8216278789064e4e2ed3f2d7">  242</a></span>    <span class="keywordtype">void</span> <a class="code hl_function" href="classshark_1_1statistics_1_1_result_table.html#a0545680c8216278789064e4e2ed3f2d7">update</a>(Parameter <span class="keyword">const</span>&amp; parameter, <span class="keywordtype">double</span> value1, <span class="keywordtype">double</span> value2,<span class="keywordtype">double</span> value3){</div>
<div class="line"><a id="l00243" name="l00243"></a><span class="lineno">  243</span>        RealVector point(3);</div>
<div class="line"><a id="l00244" name="l00244"></a><span class="lineno">  244</span>        point(0)=value1;</div>
<div class="line"><a id="l00245" name="l00245"></a><span class="lineno">  245</span>        point(1)=value2;</div>
<div class="line"><a id="l00246" name="l00246"></a><span class="lineno">  246</span>        point(2)=value3;</div>
<div class="line"><a id="l00247" name="l00247"></a><span class="lineno">  247</span>        <a class="code hl_function" href="classshark_1_1statistics_1_1_result_table.html#a88f2f11e9a9ecf081473005886014509">update</a>(parameter, point);</div>
<div class="line"><a id="l00248" name="l00248"></a><span class="lineno">  248</span>    }</div>
</div>
<div class="line"><a id="l00249" name="l00249"></a><span class="lineno">  249</span>    </div>
<div class="foldopen" id="foldopen00250" data-start="{" data-end="}">
<div class="line"><a id="l00250" name="l00250"></a><span class="lineno"><a class="line" href="classshark_1_1statistics_1_1_result_table.html#ac223c84eb37e83cfc179082ec43f1d46">  250</a></span>    std::vector&lt;RealVector&gt;<span class="keyword">const</span>&amp; <a class="code hl_function" href="classshark_1_1statistics_1_1_result_table.html#ac223c84eb37e83cfc179082ec43f1d46">operator[]</a>(Parameter <span class="keyword">const</span>&amp; param)<span class="keyword">const</span>{</div>
<div class="line"><a id="l00251" name="l00251"></a><span class="lineno">  251</span>        <span class="keywordflow">return</span> m_results.find(param)-&gt;second;</div>
<div class="line"><a id="l00252" name="l00252"></a><span class="lineno">  252</span>    }</div>
</div>
<div class="line"><a id="l00253" name="l00253"></a><span class="lineno">  253</span>    </div>
<div class="foldopen" id="foldopen00254" data-start="{" data-end="}">
<div class="line"><a id="l00254" name="l00254"></a><span class="lineno"><a class="line" href="classshark_1_1statistics_1_1_result_table.html#a45c52fe99fcb6389ea30d6541efec2fd">  254</a></span>    <a class="code hl_typedef" href="classshark_1_1statistics_1_1_result_table.html#ad2a8085f0d9504b1954427f3b5d8bd80">const_iterator</a> <a class="code hl_function" href="classshark_1_1statistics_1_1_result_table.html#a45c52fe99fcb6389ea30d6541efec2fd">begin</a>()<span class="keyword">const</span>{</div>
<div class="line"><a id="l00255" name="l00255"></a><span class="lineno">  255</span>        <span class="keywordflow">return</span> m_results.begin();</div>
<div class="line"><a id="l00256" name="l00256"></a><span class="lineno">  256</span>    }</div>
</div>
<div class="foldopen" id="foldopen00257" data-start="{" data-end="}">
<div class="line"><a id="l00257" name="l00257"></a><span class="lineno"><a class="line" href="classshark_1_1statistics_1_1_result_table.html#a25e1a3791ce867ca83ff84fa324bbf45">  257</a></span>    <a class="code hl_typedef" href="classshark_1_1statistics_1_1_result_table.html#ad2a8085f0d9504b1954427f3b5d8bd80">const_iterator</a> <a class="code hl_function" href="classshark_1_1statistics_1_1_result_table.html#a25e1a3791ce867ca83ff84fa324bbf45">end</a>()<span class="keyword">const</span>{</div>
<div class="line"><a id="l00258" name="l00258"></a><span class="lineno">  258</span>        <span class="keywordflow">return</span> m_results.end();</div>
<div class="line"><a id="l00259" name="l00259"></a><span class="lineno">  259</span>    }</div>
</div>
<div class="line"><a id="l00260" name="l00260"></a><span class="lineno">  260</span>    </div>
<div class="foldopen" id="foldopen00261" data-start="{" data-end="}">
<div class="line"><a id="l00261" name="l00261"></a><span class="lineno"><a class="line" href="classshark_1_1statistics_1_1_result_table.html#ab0508e88d83415f0bb8d64f2b9a21dac">  261</a></span>    std::size_t <a class="code hl_function" href="classshark_1_1statistics_1_1_result_table.html#ab0508e88d83415f0bb8d64f2b9a21dac">numParams</a>()<span class="keyword">const</span>{</div>
<div class="line"><a id="l00262" name="l00262"></a><span class="lineno">  262</span>        <span class="keywordflow">return</span> m_results.size();</div>
<div class="line"><a id="l00263" name="l00263"></a><span class="lineno">  263</span>    }</div>
</div>
<div class="line"><a id="l00264" name="l00264"></a><span class="lineno">  264</span>    </div>
<div class="foldopen" id="foldopen00265" data-start="{" data-end="}">
<div class="line"><a id="l00265" name="l00265"></a><span class="lineno"><a class="line" href="classshark_1_1statistics_1_1_result_table.html#a3d24ba543fac0fb8f92026d52a17ca63">  265</a></span>    Parameter <span class="keyword">const</span>&amp; <a class="code hl_function" href="classshark_1_1statistics_1_1_result_table.html#a3d24ba543fac0fb8f92026d52a17ca63">parameterValue</a>(std::size_t i)<span class="keyword">const</span>{</div>
<div class="line"><a id="l00266" name="l00266"></a><span class="lineno">  266</span>        <a class="code hl_typedef" href="classshark_1_1statistics_1_1_result_table.html#ad2a8085f0d9504b1954427f3b5d8bd80">const_iterator</a> pos = <a class="code hl_function" href="classshark_1_1statistics_1_1_result_table.html#a45c52fe99fcb6389ea30d6541efec2fd">begin</a>();</div>
<div class="line"><a id="l00267" name="l00267"></a><span class="lineno">  267</span>        std::advance(pos,i);</div>
<div class="line"><a id="l00268" name="l00268"></a><span class="lineno">  268</span>        <span class="keywordflow">return</span> pos-&gt;first;</div>
<div class="line"><a id="l00269" name="l00269"></a><span class="lineno">  269</span>    }</div>
</div>
<div class="line"><a id="l00270" name="l00270"></a><span class="lineno">  270</span>    </div>
<div class="line"><a id="l00271" name="l00271"></a><span class="lineno">  271</span>    </div>
<div class="line"><a id="l00272" name="l00272"></a><span class="lineno">  272</span>    <span class="keyword">template</span>&lt;<span class="keyword">class</span> Archive&gt;</div>
<div class="foldopen" id="foldopen00273" data-start="{" data-end="}">
<div class="line"><a id="l00273" name="l00273"></a><span class="lineno"><a class="line" href="classshark_1_1statistics_1_1_result_table.html#a23f154547b15deff3764577e3d8935da">  273</a></span>    <span class="keywordtype">void</span> <a class="code hl_function" href="classshark_1_1statistics_1_1_result_table.html#a23f154547b15deff3764577e3d8935da">serialize</a>(Archive &amp;ar, <span class="keyword">const</span> <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> file_version) {</div>
<div class="line"><a id="l00274" name="l00274"></a><span class="lineno">  274</span>        ar &amp; m_dimensionNames;</div>
<div class="line"><a id="l00275" name="l00275"></a><span class="lineno">  275</span>        ar &amp; m_parameterName;</div>
<div class="line"><a id="l00276" name="l00276"></a><span class="lineno">  276</span>        ar &amp; m_results;</div>
<div class="line"><a id="l00277" name="l00277"></a><span class="lineno">  277</span>        (void) file_version;<span class="comment">//prevent warning</span></div>
<div class="line"><a id="l00278" name="l00278"></a><span class="lineno">  278</span>    }</div>
</div>
<div class="line"><a id="l00279" name="l00279"></a><span class="lineno">  279</span>    </div>
<div class="line"><a id="l00280" name="l00280"></a><span class="lineno">  280</span><span class="keyword">private</span>:</div>
<div class="line"><a id="l00281" name="l00281"></a><span class="lineno">  281</span>    std::vector&lt;std::string&gt; m_dimensionNames;</div>
<div class="line"><a id="l00282" name="l00282"></a><span class="lineno">  282</span>    std::string m_parameterName;</div>
<div class="line"><a id="l00283" name="l00283"></a><span class="lineno">  283</span>    std::map&lt;Parameter, std::vector&lt;RealVector&gt; &gt; m_results; </div>
<div class="line"><a id="l00284" name="l00284"></a><span class="lineno">  284</span>};</div>
</div>
<div class="line"><a id="l00285" name="l00285"></a><span class="lineno">  285</span><span class="comment"></span> </div>
<div class="line"><a id="l00286" name="l00286"></a><span class="lineno">  286</span><span class="comment">///\brief Generates Statistics over the results of an experiment</span></div>
<div class="line"><a id="l00287" name="l00287"></a><span class="lineno">  287</span><span class="comment">///</span></div>
<div class="line"><a id="l00288" name="l00288"></a><span class="lineno">  288</span><span class="comment">/// Given the results of an experiment stored in a ResultsTable, computes</span></div>
<div class="line"><a id="l00289" name="l00289"></a><span class="lineno">  289</span><span class="comment">/// several tatistics for each variable.</span></div>
<div class="line"><a id="l00290" name="l00290"></a><span class="lineno">  290</span><span class="comment"></span><span class="keyword">template</span>&lt;<span class="keyword">class</span> Parameter&gt;</div>
<div class="foldopen" id="foldopen00291" data-start="{" data-end="};">
<div class="line"><a id="l00291" name="l00291"></a><span class="lineno"><a class="line" href="structshark_1_1statistics_1_1_statistics.html">  291</a></span><span class="keyword">struct </span><a class="code hl_struct" href="structshark_1_1statistics_1_1_statistics.html" title="Generates Statistics over the results of an experiment.">Statistics</a> {</div>
<div class="line"><a id="l00292" name="l00292"></a><span class="lineno">  292</span><span class="keyword">public</span>:</div>
<div class="line"><a id="l00293" name="l00293"></a><span class="lineno"><a class="line" href="structshark_1_1statistics_1_1_statistics.html#ae6ad9c1c3206b8a4d6cb23e10c3a46b9">  293</a></span>    <span class="keyword">typedef</span> <span class="keyword">typename</span> std::map&lt;Parameter, std::map&lt;std::string,RealVector&gt; &gt;<a class="code hl_typedef" href="structshark_1_1statistics_1_1_statistics.html#ae6ad9c1c3206b8a4d6cb23e10c3a46b9">::const_iterator</a> <a class="code hl_typedef" href="structshark_1_1statistics_1_1_statistics.html#ae6ad9c1c3206b8a4d6cb23e10c3a46b9">const_iterator</a>;</div>
<div class="line"><a id="l00294" name="l00294"></a><span class="lineno"><a class="line" href="structshark_1_1statistics_1_1_statistics.html#ae35c8f063ca93f3c9d28cad6c02e7d24">  294</a></span>    <a class="code hl_function" href="structshark_1_1statistics_1_1_statistics.html#ae35c8f063ca93f3c9d28cad6c02e7d24">Statistics</a>(<a class="code hl_class" href="classshark_1_1statistics_1_1_result_table.html" title="Stores results of a running experiment.">ResultTable&lt;Parameter&gt;</a> <span class="keyword">const</span>* table):m_resultsTable(table){}</div>
<div class="line"><a id="l00295" name="l00295"></a><span class="lineno">  295</span>    </div>
<div class="foldopen" id="foldopen00296" data-start="{" data-end="}">
<div class="line"><a id="l00296" name="l00296"></a><span class="lineno"><a class="line" href="structshark_1_1statistics_1_1_statistics.html#ab958ce0475386d433f26998225c7c4c8">  296</a></span>    <span class="keywordtype">void</span> <a class="code hl_function" href="structshark_1_1statistics_1_1_statistics.html#ab958ce0475386d433f26998225c7c4c8">addStatistic</a>(std::string <span class="keyword">const</span>&amp; <a class="code hl_function" href="structshark_1_1statistics_1_1_statistics.html#a2a43e43d4788db0bc6b4d294b12ed655">statisticName</a>, <a class="code hl_class" href="classshark_1_1statistics_1_1_base_statistics_object.html" title="Base class for all Statistic Objects to be used with Statistics">BaseStatisticsObject</a> <span class="keyword">const</span>&amp; <span class="keywordtype">object</span>){</div>
<div class="line"><a id="l00297" name="l00297"></a><span class="lineno">  297</span>        <span class="keyword">typedef</span> <span class="keyword">typename</span> <a class="code hl_typedef" href="classshark_1_1statistics_1_1_result_table.html#ad2a8085f0d9504b1954427f3b5d8bd80">ResultTable&lt;Parameter&gt;::const_iterator</a> iterator;</div>
<div class="line"><a id="l00298" name="l00298"></a><span class="lineno">  298</span>        iterator <a class="code hl_function" href="structshark_1_1statistics_1_1_statistics.html#afd31ad8b93c0bd7b061a21459eec9b61">end</a> = m_resultsTable-&gt;end();</div>
<div class="line"><a id="l00299" name="l00299"></a><span class="lineno">  299</span>        <span class="keywordflow">for</span>(iterator pos=m_resultsTable-&gt;begin(); pos != <a class="code hl_function" href="structshark_1_1statistics_1_1_statistics.html#afd31ad8b93c0bd7b061a21459eec9b61">end</a>; ++pos){</div>
<div class="line"><a id="l00300" name="l00300"></a><span class="lineno">  300</span>            m_statistics[pos-&gt;first][<a class="code hl_function" href="structshark_1_1statistics_1_1_statistics.html#a2a43e43d4788db0bc6b4d294b12ed655">statisticName</a>] = <span class="keywordtype">object</span>.statistics(pos-&gt;second);</div>
<div class="line"><a id="l00301" name="l00301"></a><span class="lineno">  301</span>        }</div>
<div class="line"><a id="l00302" name="l00302"></a><span class="lineno">  302</span>        m_statisticNames.push_back(<a class="code hl_function" href="structshark_1_1statistics_1_1_statistics.html#a2a43e43d4788db0bc6b4d294b12ed655">statisticName</a>);</div>
<div class="line"><a id="l00303" name="l00303"></a><span class="lineno">  303</span>    }</div>
</div>
<div class="line"><a id="l00304" name="l00304"></a><span class="lineno">  304</span>    </div>
<div class="foldopen" id="foldopen00305" data-start="{" data-end="}">
<div class="line"><a id="l00305" name="l00305"></a><span class="lineno"><a class="line" href="structshark_1_1statistics_1_1_statistics.html#a620146b789a93c5ec656012d415fbb22">  305</a></span>    <span class="keywordtype">void</span> <a class="code hl_function" href="structshark_1_1statistics_1_1_statistics.html#a620146b789a93c5ec656012d415fbb22">addStatistic</a>(<a class="code hl_class" href="classshark_1_1statistics_1_1_base_statistics_object.html" title="Base class for all Statistic Objects to be used with Statistics">BaseStatisticsObject</a> <span class="keyword">const</span>&amp; <span class="keywordtype">object</span>){</div>
<div class="line"><a id="l00306" name="l00306"></a><span class="lineno">  306</span>        <a class="code hl_function" href="structshark_1_1statistics_1_1_statistics.html#ab958ce0475386d433f26998225c7c4c8">addStatistic</a>(<span class="keywordtype">object</span>.name(),<span class="keywordtype">object</span>);</div>
<div class="line"><a id="l00307" name="l00307"></a><span class="lineno">  307</span>    }</div>
</div>
<div class="line"><a id="l00308" name="l00308"></a><span class="lineno">  308</span>    </div>
<div class="foldopen" id="foldopen00309" data-start="{" data-end="}">
<div class="line"><a id="l00309" name="l00309"></a><span class="lineno"><a class="line" href="structshark_1_1statistics_1_1_statistics.html#a2c0d24ac828f87438af9637a5142a161">  309</a></span>    std::map&lt;std::string,RealVector&gt; <span class="keyword">const</span>&amp; <a class="code hl_function" href="structshark_1_1statistics_1_1_statistics.html#a2c0d24ac828f87438af9637a5142a161">operator[]</a>(Parameter <span class="keyword">const</span>&amp; parameter)<span class="keyword">const</span>{</div>
<div class="line"><a id="l00310" name="l00310"></a><span class="lineno">  310</span>        <span class="keywordflow">return</span> m_statistics.find(parameter)-&gt;second;</div>
<div class="line"><a id="l00311" name="l00311"></a><span class="lineno">  311</span>    }</div>
</div>
<div class="line"><a id="l00312" name="l00312"></a><span class="lineno">  312</span>    </div>
<div class="foldopen" id="foldopen00313" data-start="{" data-end="}">
<div class="line"><a id="l00313" name="l00313"></a><span class="lineno"><a class="line" href="structshark_1_1statistics_1_1_statistics.html#aa6adcdd673621c217d95aa93c0f61dac">  313</a></span>    <a class="code hl_typedef" href="structshark_1_1statistics_1_1_statistics.html#ae6ad9c1c3206b8a4d6cb23e10c3a46b9">const_iterator</a> <a class="code hl_function" href="structshark_1_1statistics_1_1_statistics.html#aa6adcdd673621c217d95aa93c0f61dac">begin</a>()<span class="keyword">const</span>{</div>
<div class="line"><a id="l00314" name="l00314"></a><span class="lineno">  314</span>        <span class="keywordflow">return</span> m_statistics.begin();</div>
<div class="line"><a id="l00315" name="l00315"></a><span class="lineno">  315</span>    }</div>
</div>
<div class="foldopen" id="foldopen00316" data-start="{" data-end="}">
<div class="line"><a id="l00316" name="l00316"></a><span class="lineno"><a class="line" href="structshark_1_1statistics_1_1_statistics.html#afd31ad8b93c0bd7b061a21459eec9b61">  316</a></span>    <a class="code hl_typedef" href="structshark_1_1statistics_1_1_statistics.html#ae6ad9c1c3206b8a4d6cb23e10c3a46b9">const_iterator</a> <a class="code hl_function" href="structshark_1_1statistics_1_1_statistics.html#afd31ad8b93c0bd7b061a21459eec9b61">end</a>()<span class="keyword">const</span>{</div>
<div class="line"><a id="l00317" name="l00317"></a><span class="lineno">  317</span>        <span class="keywordflow">return</span> m_statistics.end();</div>
<div class="line"><a id="l00318" name="l00318"></a><span class="lineno">  318</span>    }</div>
</div>
<div class="line"><a id="l00319" name="l00319"></a><span class="lineno">  319</span>    </div>
<div class="line"><a id="l00320" name="l00320"></a><span class="lineno">  320</span>    <span class="comment">//information about the parameter of the experiments</span></div>
<div class="foldopen" id="foldopen00321" data-start="{" data-end="}">
<div class="line"><a id="l00321" name="l00321"></a><span class="lineno"><a class="line" href="structshark_1_1statistics_1_1_statistics.html#aa5790b0a3c024406f404fe42274b177e">  321</a></span>    std::string <span class="keyword">const</span>&amp; <a class="code hl_function" href="structshark_1_1statistics_1_1_statistics.html#aa5790b0a3c024406f404fe42274b177e">parameterName</a>()<span class="keyword">const</span>{</div>
<div class="line"><a id="l00322" name="l00322"></a><span class="lineno">  322</span>        <span class="keywordflow">return</span> m_resultsTable-&gt;parameterName();</div>
<div class="line"><a id="l00323" name="l00323"></a><span class="lineno">  323</span>    }</div>
</div>
<div class="line"><a id="l00324" name="l00324"></a><span class="lineno">  324</span>    </div>
<div class="foldopen" id="foldopen00325" data-start="{" data-end="}">
<div class="line"><a id="l00325" name="l00325"></a><span class="lineno"><a class="line" href="structshark_1_1statistics_1_1_statistics.html#a3f73b88b6b7891e986dc3f48b233833b">  325</a></span>    std::size_t <a class="code hl_function" href="structshark_1_1statistics_1_1_statistics.html#a3f73b88b6b7891e986dc3f48b233833b">numParams</a>()<span class="keyword">const</span>{</div>
<div class="line"><a id="l00326" name="l00326"></a><span class="lineno">  326</span>        <span class="keywordflow">return</span> m_resultsTable-&gt;numParams();</div>
<div class="line"><a id="l00327" name="l00327"></a><span class="lineno">  327</span>    }</div>
</div>
<div class="line"><a id="l00328" name="l00328"></a><span class="lineno">  328</span>    </div>
<div class="foldopen" id="foldopen00329" data-start="{" data-end="}">
<div class="line"><a id="l00329" name="l00329"></a><span class="lineno"><a class="line" href="structshark_1_1statistics_1_1_statistics.html#a3f693c6f2d0e7781206e8c4b6faf5a30">  329</a></span>    Parameter <span class="keyword">const</span>&amp; <a class="code hl_function" href="structshark_1_1statistics_1_1_statistics.html#a3f693c6f2d0e7781206e8c4b6faf5a30">parameterValue</a>(std::size_t i)<span class="keyword">const</span>{</div>
<div class="line"><a id="l00330" name="l00330"></a><span class="lineno">  330</span>        <span class="keywordflow">return</span> m_resultsTable-&gt;parameterValue(i);</div>
<div class="line"><a id="l00331" name="l00331"></a><span class="lineno">  331</span>    }</div>
</div>
<div class="line"><a id="l00332" name="l00332"></a><span class="lineno">  332</span>    </div>
<div class="line"><a id="l00333" name="l00333"></a><span class="lineno">  333</span>    <span class="comment">//information about the names of the dimensions</span></div>
<div class="foldopen" id="foldopen00334" data-start="{" data-end="}">
<div class="line"><a id="l00334" name="l00334"></a><span class="lineno"><a class="line" href="structshark_1_1statistics_1_1_statistics.html#a1e09f59ff6a8506ad715db1e3a97c562">  334</a></span>    std::size_t <a class="code hl_function" href="structshark_1_1statistics_1_1_statistics.html#a1e09f59ff6a8506ad715db1e3a97c562">numDimensions</a>()<span class="keyword">const</span>{</div>
<div class="line"><a id="l00335" name="l00335"></a><span class="lineno">  335</span>        <span class="keywordflow">return</span> m_resultsTable-&gt;numDimensions();</div>
<div class="line"><a id="l00336" name="l00336"></a><span class="lineno">  336</span>    }</div>
</div>
<div class="line"><a id="l00337" name="l00337"></a><span class="lineno">  337</span>    </div>
<div class="foldopen" id="foldopen00338" data-start="{" data-end="}">
<div class="line"><a id="l00338" name="l00338"></a><span class="lineno"><a class="line" href="structshark_1_1statistics_1_1_statistics.html#abb1ca8f721bab341a459771dfedf12b0">  338</a></span>    std::string <span class="keyword">const</span>&amp; <a class="code hl_function" href="structshark_1_1statistics_1_1_statistics.html#abb1ca8f721bab341a459771dfedf12b0">dimensionName</a>(std::size_t i)<span class="keyword">const</span>{</div>
<div class="line"><a id="l00339" name="l00339"></a><span class="lineno">  339</span>        <span class="keywordflow">return</span> m_resultsTable-&gt;dimensionName(i);</div>
<div class="line"><a id="l00340" name="l00340"></a><span class="lineno">  340</span>    }</div>
</div>
<div class="line"><a id="l00341" name="l00341"></a><span class="lineno">  341</span>    </div>
<div class="line"><a id="l00342" name="l00342"></a><span class="lineno">  342</span>    <span class="comment">//information about the statistics</span></div>
<div class="foldopen" id="foldopen00343" data-start="{" data-end="}">
<div class="line"><a id="l00343" name="l00343"></a><span class="lineno"><a class="line" href="structshark_1_1statistics_1_1_statistics.html#a7625604459272f7feceb7711c18632d2">  343</a></span>    std::size_t <a class="code hl_function" href="structshark_1_1statistics_1_1_statistics.html#a7625604459272f7feceb7711c18632d2">numStatistics</a>()<span class="keyword">const</span>{</div>
<div class="line"><a id="l00344" name="l00344"></a><span class="lineno">  344</span>        <span class="keywordflow">return</span> m_statisticNames.size();</div>
<div class="line"><a id="l00345" name="l00345"></a><span class="lineno">  345</span>    }</div>
</div>
<div class="foldopen" id="foldopen00346" data-start="{" data-end="}">
<div class="line"><a id="l00346" name="l00346"></a><span class="lineno"><a class="line" href="structshark_1_1statistics_1_1_statistics.html#a2a43e43d4788db0bc6b4d294b12ed655">  346</a></span>    std::string <span class="keyword">const</span>&amp; <a class="code hl_function" href="structshark_1_1statistics_1_1_statistics.html#a2a43e43d4788db0bc6b4d294b12ed655">statisticName</a>(std::size_t i)<span class="keyword">const</span>{</div>
<div class="line"><a id="l00347" name="l00347"></a><span class="lineno">  347</span>        <span class="keywordflow">return</span> m_statisticNames[i];</div>
<div class="line"><a id="l00348" name="l00348"></a><span class="lineno">  348</span>    }</div>
</div>
<div class="line"><a id="l00349" name="l00349"></a><span class="lineno">  349</span><span class="keyword">private</span>:</div>
<div class="line"><a id="l00350" name="l00350"></a><span class="lineno">  350</span>    std::vector&lt;std::string&gt; m_statisticNames;</div>
<div class="line"><a id="l00351" name="l00351"></a><span class="lineno">  351</span>    <a class="code hl_class" href="classshark_1_1statistics_1_1_result_table.html" title="Stores results of a running experiment.">ResultTable&lt;Parameter&gt;</a> <span class="keyword">const</span>* m_resultsTable;</div>
<div class="line"><a id="l00352" name="l00352"></a><span class="lineno">  352</span>    std::map&lt;Parameter, std::map&lt;std::string,RealVector&gt; &gt; m_statistics;</div>
<div class="line"><a id="l00353" name="l00353"></a><span class="lineno">  353</span>};</div>
</div>
<div class="line"><a id="l00354" name="l00354"></a><span class="lineno">  354</span> </div>
<div class="line"><a id="l00355" name="l00355"></a><span class="lineno">  355</span><span class="keyword">template</span>&lt;<span class="keyword">class</span> Parameter&gt;</div>
<div class="foldopen" id="foldopen00356" data-start="{" data-end="}">
<div class="line"><a id="l00356" name="l00356"></a><span class="lineno"><a class="line" href="namespaceshark_1_1statistics.html#a4d04e1700a87b33dcce0d330e31ebbb4">  356</a></span><span class="keywordtype">void</span> <a class="code hl_function" href="namespaceshark_1_1statistics.html#a4d04e1700a87b33dcce0d330e31ebbb4">printCSV</a>(<a class="code hl_struct" href="structshark_1_1statistics_1_1_statistics.html" title="Generates Statistics over the results of an experiment.">Statistics&lt;Parameter&gt;</a> <span class="keyword">const</span>&amp; statistics){</div>
<div class="line"><a id="l00357" name="l00357"></a><span class="lineno">  357</span>    <span class="comment">//first print a legend</span></div>
<div class="line"><a id="l00358" name="l00358"></a><span class="lineno">  358</span>    std::cout&lt;&lt;<span class="stringliteral">&quot;# &quot;</span>&lt;&lt;statistics.<a class="code hl_function" href="structshark_1_1statistics_1_1_statistics.html#aa5790b0a3c024406f404fe42274b177e">parameterName</a>();</div>
<div class="line"><a id="l00359" name="l00359"></a><span class="lineno">  359</span>    <span class="keywordflow">for</span>(std::size_t i = 0; i != statistics.<a class="code hl_function" href="structshark_1_1statistics_1_1_statistics.html#a7625604459272f7feceb7711c18632d2">numStatistics</a>(); ++i){</div>
<div class="line"><a id="l00360" name="l00360"></a><span class="lineno">  360</span>        <span class="keywordflow">for</span>(std::size_t j = 0; j != statistics.<a class="code hl_function" href="structshark_1_1statistics_1_1_statistics.html#a1e09f59ff6a8506ad715db1e3a97c562">numDimensions</a>(); ++j){</div>
<div class="line"><a id="l00361" name="l00361"></a><span class="lineno">  361</span>            std::cout&lt;&lt;<span class="stringliteral">&quot; &quot;</span>&lt;&lt;statistics.<a class="code hl_function" href="structshark_1_1statistics_1_1_statistics.html#a2a43e43d4788db0bc6b4d294b12ed655">statisticName</a>(i)&lt;&lt;<span class="stringliteral">&quot;-&quot;</span>&lt;&lt;statistics.<a class="code hl_function" href="structshark_1_1statistics_1_1_statistics.html#abb1ca8f721bab341a459771dfedf12b0">dimensionName</a>(j);</div>
<div class="line"><a id="l00362" name="l00362"></a><span class="lineno">  362</span>        }</div>
<div class="line"><a id="l00363" name="l00363"></a><span class="lineno">  363</span>    }</div>
<div class="line"><a id="l00364" name="l00364"></a><span class="lineno">  364</span>    std::cout&lt;&lt;<span class="stringliteral">&quot;\n&quot;</span>;</div>
<div class="line"><a id="l00365" name="l00365"></a><span class="lineno">  365</span>    </div>
<div class="line"><a id="l00366" name="l00366"></a><span class="lineno">  366</span>    <span class="comment">//print results parameter by parameter</span></div>
<div class="line"><a id="l00367" name="l00367"></a><span class="lineno">  367</span>    <span class="keywordflow">for</span>(std::size_t k = 0; k != statistics.<a class="code hl_function" href="structshark_1_1statistics_1_1_statistics.html#a3f73b88b6b7891e986dc3f48b233833b">numParams</a>(); ++k){</div>
<div class="line"><a id="l00368" name="l00368"></a><span class="lineno">  368</span>        Parameter param=statistics.<a class="code hl_function" href="structshark_1_1statistics_1_1_statistics.html#a3f693c6f2d0e7781206e8c4b6faf5a30">parameterValue</a>(k);</div>
<div class="line"><a id="l00369" name="l00369"></a><span class="lineno">  369</span>        std::map&lt;std::string,RealVector&gt; paramResults=statistics[param];</div>
<div class="line"><a id="l00370" name="l00370"></a><span class="lineno">  370</span>        std::cout&lt;&lt;param;</div>
<div class="line"><a id="l00371" name="l00371"></a><span class="lineno">  371</span>        <span class="keywordflow">for</span>(std::size_t i = 0; i != statistics.<a class="code hl_function" href="structshark_1_1statistics_1_1_statistics.html#a7625604459272f7feceb7711c18632d2">numStatistics</a>(); ++i){</div>
<div class="line"><a id="l00372" name="l00372"></a><span class="lineno">  372</span>            <span class="keywordflow">for</span>(std::size_t j = 0; j != statistics.<a class="code hl_function" href="structshark_1_1statistics_1_1_statistics.html#a1e09f59ff6a8506ad715db1e3a97c562">numDimensions</a>(); ++j){</div>
<div class="line"><a id="l00373" name="l00373"></a><span class="lineno">  373</span>                std::cout&lt;&lt;<span class="stringliteral">&quot; &quot;</span>&lt;&lt;paramResults[statistics.<a class="code hl_function" href="structshark_1_1statistics_1_1_statistics.html#a2a43e43d4788db0bc6b4d294b12ed655">statisticName</a>(i)](j);</div>
<div class="line"><a id="l00374" name="l00374"></a><span class="lineno">  374</span>            }</div>
<div class="line"><a id="l00375" name="l00375"></a><span class="lineno">  375</span>        }</div>
<div class="line"><a id="l00376" name="l00376"></a><span class="lineno">  376</span>        std::cout&lt;&lt;<span class="stringliteral">&quot;\n&quot;</span>;</div>
<div class="line"><a id="l00377" name="l00377"></a><span class="lineno">  377</span>    }</div>
<div class="line"><a id="l00378" name="l00378"></a><span class="lineno">  378</span>}</div>
</div>
<div class="line"><a id="l00379" name="l00379"></a><span class="lineno">  379</span> </div>
<div class="line"><a id="l00380" name="l00380"></a><span class="lineno">  380</span>}}</div>
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<div class="line"><a id="l00381" name="l00381"></a><span class="lineno">  381</span><span class="preprocessor">#endif </span><span class="comment">// SHARK_STATISTICS_H</span></div>
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